← Search

Data · dataset · 2026

Source Data and Code for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment

Listed in ScienceDB

This dataset provides the source data and cleaned code package associated with the manuscript “Correctable Physics-Prior Transformer for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment”.

Description

The dataset includes the source-data workbook, the cleaned Python code package, and model-output files that are consistent with the final manuscript results.The source-data workbook contains compiled aerosol pool-scrubbing data from public literature, condition-level sample information, model-performance metrics, prediction results, loss histories, stage-closure outputs, source-stratified errors, trend-figure source data, rate-correction diagnostics, and node-response results.

The code package includes scripts for data construction, physics-prior calibration, CPP-Transformer model training and comparison, final result assembly, and selected figure reproduction.This dataset supports the reproducibility and verification of the manuscript results related to correctable physical priors, stage-wise survival-product closure, efficiency-to-rate conversion, physics-prior correction, and small-sample multi-source prediction of aerosol pool scrubbing.

Read the rest (1 more)

The deposited files correspond to the final manuscript version rather than intermediate development versions.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Environmental engineering 69%
Provenance · 1 source records, 14 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.4216611 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[field].anzsrc:group:4011enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (69%)
concepts[field].local:field:computer-science-aimapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:energymapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:physicsmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title